Author

Hong-Feng Yu

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2026

UniEarth: A Unified Foundation Model for Remote Sensing Image Generation and Understanding

Remote sensing (RS) underpins geospatial intelligence by enabling large-scale Earth observation (EO). Existing RS approaches are typically developed along two separate lines: multimodal understanding (MMU) and image generation. Such separation limits parameter sharing and the potential synergy between understanding and...

Ying-Yan Hou, Zi-Han Wei, Chao Ren et al. · IEEE Transactions on Geoscie... · 0 citations

Open access 2026

Land-Oriented Scene Graph Generation for High-Resolution Remote Sensing Imagery: A Specialized Dataset and Semantic–Visual Collaborative Method

This study constructs the first land-oriented remote sensing SGG dataset by integrating and refining land-scene samples from ReCon1M and satellite-based terrain and relationship and proposes a semantic–visual collaborative SGG framework, which combines oriented object detection, global contextual modeling, and semantic...

Tong-Tong Zhang, Xiao-Yun Liu, Jun Li et al. · IEEE Journal of Selected Top... · 0 citations